◆ Binarius v4 · AI Platform / Now shipping

Software &
AI solutions,
built to last.

Binarius Group is a Tallinn-based software and applied AI studio. We partner with a small number of ambitious companies to design, build, and operate production systems — custom software, LLM-powered features, data platforms. Founded 2023. Senior-only team. Bootstrapped.

0
Systems Shipped
since founding · 2023
0
Active Clients
SME & mid-market
0
Engineers
↑ from 6 in 2024
BNRS · AI PLATFORM · LIVE
p99 latency · last 60m
148ms −8.2%
UPDATED 14:28 UTC
−60m−48m−36m−24m−12mnow
REQ/S 42 ERR 0.2% GPU 61% TOKENS/S 920
01 — Solutions

Four practices. One engineering bar.

/01
Custom Software
Web, mobile and backend systems tailored to your operation. TypeScript, Python, Go — designed for scale, observability and long-term maintainability.
8–14 wkTypical delivery
↗
/02
Applied AI & LLMs
Retrieval systems, autonomous agents and copilots grounded in your data. Rigorous eval harnesses. Clear guardrails on cost, latency and safety.
6 projectsLive in production
↗
/03
Data & MLOps
Modern data platforms, feature stores and model-lifecycle pipelines on dbt, Airflow and MLflow. Open standards, portable across clouds.
3 platformsOperated under SLA
↗
/04
Cloud & Platform Eng.
Kubernetes, Terraform, zero-trust networking and internal developer platforms that make shipping boring — which is how it should be.
AWS · GCPPartner tier
↗
02 — Platform

Engineering is the only moat.

We believe durable AI systems are not prompted into existence — they are engineered. Every model we put in front of users ships with a dataset, an eval, and a rollback.

Binarius was founded in 2023 on a simple premise: the gap between research demos and reliable production software has widened, not narrowed. Companies need senior engineers who treat AI as a feature to be shipped — not a science project to be admired.

We are a 14-person team. Every engagement is staffed by senior engineers, no rotating juniors, no offshored hand-offs. We do fewer projects on purpose.

I.
Evaluation-first
Every model ships with offline, online and regression evals. No metric, no merge — no exceptions.
II.
Open foundations
We build on open standards and portable infrastructure. Your data, your models, your cloud — no lock-in.
III.
Observability native
Tracing, cost, drift and safety monitored from day one — autonomously, not by human patience.
IV.
Aligned delivery
Outcome-linked milestones. Senior engineers — not rotating juniors — own every commit through go-live.
03 — Company

Engineers, not storytellers.

Co-founder · CEO
Product & Delivery
10+ years shipping software at European SaaS companies. Leads client strategy and delivery.
Co-founder · CTO
Engineering & Architecture
Staff engineer background. Designs the backbone of every system we ship.
Head of AI
Applied ML & LLMs
Former ML engineer. Owns our eval harness and LLM agent stack.
+ 11 engineers
Full-stack · ML · Platform
Senior-heavy team. No juniors on client work without pairing. Hiring 3 open roles.
04 — Start a project

Let’s build something
that ships.

REPLY WITHIN 1 BUSINESS DAY · NDA ON REQUEST
Tallinn · HQ Sepapaja tn 6, Lasnamäe
15551 · Estonia

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